{"id":"W6886788231","doi":"10.15468/8qvq9w","title":"A new deep-sea species of Halirages Boeck, 1871 (Crustacea: Amphipoda: Calliopiidae) inhabiting sponges","year":2024,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taxonomy (biology); Context (archaeology); Clade; Key (lock); Species description; Genus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002030288,0.0003281763,0.0002875035,0.002206815,0.0003713454,0.0005004873,0.0003141626,0.0002166748,0.004602255],"category_scores_gemma":[0.0004609676,0.0001712419,0.0001829684,0.001287012,0.0003493172,0.0004376065,0.0009159117,0.0003070825,0.001050944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004027658,"about_ca_system_score_gemma":0.0004588141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009823267,"about_ca_topic_score_gemma":0.02299578,"domain_scores_codex":[0.9997657,0.00002190821,0.00002809065,0.00007536873,0.00005856616,0.00005042251],"domain_scores_gemma":[0.9997663,0.00003096717,0.00009220815,0.00002372765,0.000049874,0.00003698715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005334726,0.00006022928,0.7790623,0.002031976,0.0001879427,0.0008372325,0.003791454,0.0005529736,0.01530562,0.001100252,0.04521465,0.1513219],"study_design_scores_gemma":[0.00001474704,0.00004027279,0.9094937,0.0001731125,0.00005968428,0.0005945151,0.001024257,0.00023463,0.0005428098,0.0001316074,0.08767337,0.00001725409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9195898,0.003422186,0.001751329,0.0003140743,0.0001405016,0.0001082102,0.06242853,0.0002446077,0.01200083],"genre_scores_gemma":[0.8957597,0.001781453,0.005880448,0.0002402773,0.0000723961,0.0001853959,0.089898,0.00006809083,0.006114151],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.009823267,"threshold_uncertainty_score":0.01953214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04782979719633495,"score_gpt":0.3236097243552009,"score_spread":0.2757799271588659,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}